Skip to main content

SQL Server 2016 Temporal Tables

SQL Server 2016 introduces a new feature ‘Temporal Tables’. Temporal tables, also named system-versioned tables, allow SQL Server to automatically keep history of the data in the table. Before you typically had to maintain this yourself using triggers or other solutions to keep older versions of your data round.

Note that temporal tables are not a replacement for the change data capture (CDC) feature. CDC uses the transaction log to find the changes and typically those changes are kept for a short period of time (depending on your ETL timeframe). Temporal tables store the actual changes in the history table and they are intended to stay there for a much longer time.

When you want to create a new temporal table, a couple of prerequisites must be met:

  • A primary key must be defined
  • Two columns must be defined to record the start and end date with a data type of datetime2. If needed, these columns can be hidden using the HIDDEN flag. These columns are called the SYSTEM_TIME period columns.
  • INSTEAD OF triggers are not allowed. AFTER triggers are only allowed on the current table.
  • In-memory OLTP cannot be used

A table_history table will be automatically generated when you create a system-versioned table. You can also convert an existing history table to a temporal table.

Great feature! Smile

Temporal-HowWorks

More information here: https://msdn.microsoft.com/en-us/library/dn935015.aspx

Popular posts from this blog

Podman– Command execution failed with exit code 125

After updating WSL on one of the developer machines, Podman failed to work. When we took a look through Podman Desktop, we noticed that Podman had stopped running and returned the following error message: Error: Command execution failed with exit code 125 Here are the steps we tried to fix the issue: We started by running podman info to get some extra details on what could be wrong: >podman info OS: windows/amd64 provider: wsl version: 5.3.1 Cannot connect to Podman. Please verify your connection to the Linux system using `podman system connection list`, or try `podman machine init` and `podman machine start` to manage a new Linux VM Error: unable to connect to Podman socket: failed to connect: dial tcp 127.0.0.1:2655: connectex: No connection could be made because the target machine actively refused it. That makes sense as the podman VM was not running. Let’s check the VM: >podman machine list NAME         ...

Cache stampede: when our cache turned against us

While investigating some performance issues, we ran into an ASP.NET Core API that cached a fairly expensive aggregation query for 60 seconds. Under normal load, that was fine: one request rebuilds the cache, everyone else reads from it. Under peak load, dozens of requests would arrive in that same expiry window, all see a cache miss, and all fire the same expensive query in parallel. The database didn't like that. That was the moment when our caching layer stopped helping and started hurting. A burst of requests comes in at the same time, all miss the cache, and all go hammer the database or the downstream API at once. That's a cache stampede . The cache was supposed to protect our backend, and for a few hundred milliseconds it did the opposite. Why this happens IMemoryCache.GetOrCreate (and its async sibling) looks like it protects you, but it doesn't add any locking on its own. Look at the naive version: public async Task<Report> GetReportAsync(string key) ...

Azure DevOps/ GitHub emoji

I’m really bad at remembering emoji’s. So here is cheat sheet with all emoji’s that can be used in tools that support the github emoji markdown markup: All credits go to rcaviers who created this list.